Marketplace sellers
Pricing checks
Favorable to scraping
Export visible MercadoLibre product rows for a search term, then compare price bands, installment messaging, product naming, and thumbnail coverage before adjusting offers.
E-commerce Marketplace$50Free
MercadoLibre Listings Scraper by Keyword
The MercadoLibre listings scraper exports keyword search results from MercadoLibre Mexico into a structured CSV for marketplace research. Import the template into UScraper, edit the keyword or API pagination URLs, and collect country, keyword, product title, product URL, price, installment text, and image URL from the local desktop app.
Output
CSV
Columns
7
Pages
10 offsets
Source
Search API
Runtime
Local app
At a glance
MercadoLibre data extractor for keyword listing research
Start from keyword searches
The bundled URLs query MercadoLibre Mexico search results for celular. Replace the keyword, country site code, limit, or offset values when you need a different category, market, or listing depth.
Export rows that analysts can use
Structured Export writes one row per result with Spanish column names that mirror the source workflow: pais, palabra_clave, producto, producto_url, precio, precio_a_plazos, and image_url.
Loop through paginated results
The Navigate block runs a multi-URL loop from offset=0 through offset=450. Each page is loaded, normalized into temporary HTML rows, exported, and then passed to Loop Continue.
Keep review local
UScraper runs the browser automation and CSV export on your workstation. Your keyword list, test runs, and output files stay in your controlled desktop workflow.
Who uses it
Use cases for MercadoLibre listings CSV exports
E-commerce analysts
Category snapshots
Favorable to scraping
Use a repeatable MercadoLibre to CSV workflow to build keyword snapshots that can be sorted, filtered, deduplicated, and joined with catalog or competitor-tracking data.
Research teams
Cross-market comparison
Nuanced outcome
Pair this template with the MercadoLibre listings scraper by URL, eBay scraper, and Tokopedia scraper when you need broader marketplace coverage.
Automation flow
How the keyword listing scraper works
Navigate - wait - loop. The template opens ten public MercadoLibre search API URLs for the same keyword with changing offsets. It waits for page load and a visible body before transforming the response.
How to use
From MercadoLibre keyword to CSV
1
Download and import
Use the hosted MercadoLibre keyword scraper JSON, then import it into the UScraper desktop app.
2
Edit the keyword URLs
Open the Navigate block and replace q=celular or the MercadoLibre site code with the keyword and region you are allowed to collect.
3
Confirm the export path
The default Structured Export file is mercadolibre-listados-scraper.csv. Change the folder if your team stores marketplace reports in a shared location.
4
Run a small test
Start with one or two offsets. Confirm row count, product URLs, prices, installment text, and image links before expanding the URL list.
5
Open the output
Review the CSV in Excel, Google Sheets, Airtable, BI tools, or a pricing script. Deduplicate product URLs when combining repeated snapshots.
Output preview
What the MercadoLibre scraper exports
mercadolibre-listados-scraper.csvColumn
pais
Country code captured from the workflow, prefilled as MX.
Column
palabra_clave
Keyword that produced the result row, prefilled as Celular.
Column
producto
Product title from the MercadoLibre result object.
Column
producto_url
Product permalink returned by the result.
Column
precio
Visible product price from the API response.
Column
precio_a_plazos
Installment count and amount, including sin intereses when exposed.
Column
image_url
HTTPS thumbnail URL for the listing image.
Sample rows
2 of many
| pais | palabra_clave | producto | producto_url | precio | precio_a_plazos | image_url |
|---|---|---|---|---|---|---|
| MX | Celular | Zte Axon 50 Lite 256gb 4gb Ram Negro | 2434 | 12x$202 sin intereses | ||
| MX | Celular | Xiaomi Pocophone Poco M5 Dual SIM 128 GB black 6 GB RAM | 2089 | 24x$126 |
Headers included - rows append across configured MercadoLibre search API offsets
Frequently asked questions
MercadoLibre listing data may be public, but automated collection can still be limited by MercadoLibre terms, robots rules, API terms, intellectual property rights, privacy law, and local marketplace rules. Use modest volume, do not bypass verification or access controls, and get legal review before using exported data commercially.
Before you scale
Practical limits and maintenance notes
Guardrails for reliable MercadoLibre exports
Pacing
Avoid aggressive repeated runs
Keep waits in place, test a short offset range first, and avoid unnecessary parallel runs. Empty responses, verification screens, or throttling are signals to reduce scope and review access.
Access
Do not bypass account checks
The bundle explicitly avoids fragile HTML listing pages when they redirect to verification. Use approved API/search URLs where appropriate and stop when MercadoLibre blocks or challenges the session.
Policy
Review source rules before commercial reuse
MercadoLibre publishes official developer documentation and terms for authorized API use cases. Review those rules, robots guidance, client data policies, and local law before exporting large datasets.
Get Started
Download and use this template instantly
$50Free
What's Included
- Template JSON file ready to import
- Pre-configured scraping nodes
- Works with UScraper desktop app
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